Learn with Databricks : Databricks-Certified-Professional-Data-Scientist training material for 100% pass

Updated: Aug 25, 2026

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Databricks Databricks-Certified-Professional-Data-Scientist Exam Syllabus Topics:

TopicDetails
Topic 1
  • A intermediate understanding of the steps in the machine learning lifecycle
  • Model training, selection, and production
Topic 2
  • Applied statistics concepts
  • bias-variance tradeoff
Topic 3
  • Tree-based models like decision trees, random forest and gradient boosted trees
  • Categories of machine learning
Topic 4
  • A complete understanding of basic machine learning algorithms and techniques
  • Unsupervised techniniques like K-means and PCA
Topic 5
  • A complete understanding of the basics of machine learning model management
  • Linear, logistic, and regularized regression

Reference: https://credentials.databricks.com/group/227970

Databricks Databricks-Certified-Professional-Data-Scientist Exam Overview:

Certification Vendor:Databricks
Exam Name:Databricks Certified Professional Data Scientist Exam
Exam Number:Databricks-Certified-Professional-Data-Scientist
Exam Format:Multiple Choice, Multiple Select, Online Proctored Exam, Scenario-Based Questions
Passing Score:70%
Related Certifications:Databricks Certified Associate Data Scientist
Databricks Certified Machine Learning Associate
Databricks Certified Machine Learning Professional
Available Languages:English
Exam Duration:120 minutes
Certificate Validity Period:2 years
Real Exam Qty:60
Exam Price:USD 200
Sample Questions:Databricks Databricks-Certified-Professional-Data-Scientist Sample Questions
Exam Way:Online proctored exam delivered through Databricks certification platform.
Pre Condition:No mandatory prerequisite. Databricks recommends prior hands-on experience with machine learning workflows, MLflow, model deployment, and Databricks Lakehouse Platform.
Official Syllabus URL:https://www.databricks.com/learn/certification

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